flutter-skill

Overview

flutter-skill connects AI agents directly to running applications via MCP protocol, enabling autonomous testing across Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, and .NET MAUI platforms. It eliminates the need for traditional test code by allowing testers to describe tests in plain English, which the AI then translates into actionable steps like tapping buttons, filling forms, and navigating through the app. The tool provides zero configuration setup and operates as both an MCP server for IDE integration and an HTTP server for automation scripts.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

• screenshot

  Capture the screen as an image

  Try:Take a screenshot of the current screenTry:Capture the visible area
• tap

  Tap on an element by text, reference, or coordinates

  Try:Tap the Login buttonTry:Tap on the element at position 100, 200
• enter_text

  Enter text into an input field

  Try:Enter 'test@example.com' in the email fieldTry:Type my password into the password input
• find_element

  Find an element matching a selector

  Try:Find the submit buttonTry:Locate the element with id 'submit'
• scroll

  Scroll the screen in a direction

  Try:Scroll down to see more contentTry:Scroll up to the top of the page
• page_summary

  Get a semantic summary of the current page

  Try:Describe what's on this pageTry:Give me a summary of the current screen
• explore_actions

  Perform multiple actions in a single call

  Try:Fill the form and submit itTry:Navigate to settings and toggle notifications
• smart_tap

  Tap an element with AI-based understanding

  Try:Tap the submit buttonTry:Click the checkout option
• assert_text

  Check if specific text is present on the screen

  Try:Check if 'Welcome' is visibleTry:Verify that 'Error' message appears
• launch_app

  Launch the target application

  Try:Launch my mobile appTry:Start the application in debug mode
• hot_reload

  Hot reload the application for Flutter apps

  Try:Hot reload the app to see changesTry:Reload with code changes
• snapshot

  Get a structured accessibility tree of the current screen

  Try:Get the accessibility tree of this pageTry:Show me the elements with their roles and states

Comparable tools

Installation

npm install -g flutter-skill

{
  "mcpServers": {
    "flutter-skill": {
      "command": "flutter-skill",
      "args": ["server"]
    }
  }
}

import 'package:flutter_skill/flutter_skill.dart';

void main() {
  if (kDebugMode) FlutterSkillBinding.ensureInitialized();
  runApp(MyApp());
}

FAQ

What platforms does flutter-skill support?

flutter-skill supports 10 platforms: Flutter (iOS/Android/Web), React Native, Electron, Tauri, Android (Kotlin), KMP Desktop, .NET MAUI, iOS (Swift/UIKit), and Web applications.

How is this different from traditional E2E testing tools?

Unlike tools like Playwright or Appium, flutter-skill uses AI agents that can understand plain English test descriptions, eliminating the need for writing test code, selectors, or Page Objects. It also provides 7× more MCP tools than its nearest competitor.

On Hacker News

Recent discussion from the developer community.

• Show HN: MCP tools for AI-driven E2E testing across 10 platforms▲ 1
  Story by charlie-w · 2026-02-23
• Show HN: Flutter-Skill – AI E2E Testing for 8 Platforms via MCP (Open Source)▲ 1
  Story by charlie-w · 2026-02-14

Compare flutter-skill with